4.4 Article

Temporal aggregation of univariate and multivariate time series models: A survey

Journal

JOURNAL OF ECONOMIC SURVEYS
Volume 22, Issue 3, Pages 458-497

Publisher

BLACKWELL PUBLISHING
DOI: 10.1111/j.1467-6419.2007.00538.x

Keywords

temporal aggregation; ARIMA; seasonality; GARCH; vector ARMA; spurious causality; multivariate GARCH

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We present a unified and up-to-date overview of temporal aggregation techniques for univariate and multivariate time series models explaining in detail, although intuitively, the technical machinery behind the results. Some empirical applications illustrate the main issues.

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